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Floating-point error mitigation
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Information Representation: Computation Module
Explores the representation of information, rounding errors, and image encoding.
Information Representation: Binary Representations
Explores binary information representation, efficiency, byte usage, and integer representation.
Floating point numbers
Covers the concept of floating point numbers and their representation in computer systems.
Effect of Rounding Errors in Linear Systems
Explores the effect of rounding errors in solving linear systems using the LU factorization method.
Mixed Protocol Framework for Machine Learning
Presents ABY3, a framework for secure machine learning computations.
Floating Point Numbers: LU Decomposition and Errors
Explores floating point numbers, LU decomposition, errors, and matrix properties.
Integer Representation: Positive Integers
Covers the representation of positive integers, binary notation, machine limitations, overflow, and floating-point representation.
Associative Operations: Tuples and Sets
Explores associative operations on tuples and sets, demonstrating their properties through various examples and proofs.
Information Representation: Negative Integers
Explores the representation of negative integers using Two's Complement and practical examples for efficient calculations.
Floating Point Numbers: Extended Precision
Explores the representation of numbers using extended floating point notation.